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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

fleet-agent

Qredence

Context-aware development assistant for AgenticFleet with auto-learning and dual memory (NeonDB + ChromaDB). Handles development workflows with intelligent context management.

GitHub

system-init

Qredence

Initialize or hydrate the agent's memory system and verify configuration.

GitHub

changelog-generator

Qredence

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of ma...

GitHub

python-backend-reviewer

Qredence

Expert Python backend code reviewer that identifies over-complexity, duplicates, bad optimizations, and violations of best practices. Use when asked to review Python code quality, check for duplicate code, anal...

GitHub

dspy-agent-framework-integration

Qredence

Comprehensive guide to integrating DSPy with Microsoft Agent Framework in AgenticFleet, covering typed signatures, assertions, routing cache, GEPA optimization, and agent handoffs.

GitHub

knownsinit

knowns-dev

Use at the start of a new session to read project docs, understand context, and see current state

GitHub

knownstaskextract

knowns-dev

Use when extracting reusable patterns, solutions, or knowledge from completed tasks into documentation

GitHub

knownstaskbrainstorm

knowns-dev

Use when requirements are unclear, multiple approaches exist, or you need to explore solutions before planning

GitHub

knownsresearch

knowns-dev

Use when you need to understand existing code, find patterns, or explore the codebase before implementation

GitHub

knownscommit

knowns-dev

Use when committing code changes with proper conventional commit format and verification

GitHub

knownsdoc

knowns-dev

Use when working with Knowns documentation - viewing, searching, creating, or updating docs

GitHub

knownstaskreopen

knowns-dev

Use when reopening a completed task to add new requirements, fix issues, or extend functionality

GitHub

knownstask

knowns-dev

Use when working on a Knowns task - take ownership, research, plan, implement, complete with proper tracking

GitHub

youtube-research-video-topic

kenneth-liao

Conduct pure research for YouTube video topics by analyzing competitors, identifying content gaps, and documenting strategic insights. Use when you need to research a video topic before planning. Produces conci...

GitHub

youtube-title

kenneth-liao

Generate optimized YouTube video titles that maximize click-through rates by sparking curiosity and complementing thumbnails. This skill should be used when the user asks to create, improve, or brainstorm YouTu...

GitHub

youtube-thumbnail

kenneth-liao

Skill for creating and editing Youtube thumbnails that are optimized for click-through rate. This skill should not be used directly, instead use the Thumbnail Designer subagent who can also invoke this skill. U...

GitHub

youtube-video-hook

kenneth-liao

Skill for creating optimized YouTube video opening hooks (first 5-30 seconds) that maximize viewer retention and watch time. Use when planning video scripts, reviewing video openings, or optimizing existing con...

GitHub

business-competitor-analysis

kenneth-liao

Perform comprehensive competitor analysis for any business. Produces an executive-summary markdown report with target customer profile, market positioning, pricing/business model, product features, funding/comp...

GitHub

youtube-plan-new-video

kenneth-liao

Generate a complete video plan with optimized title, thumbnail, and hook concepts based on research. Orchestrates specialized skills (youtube-title, youtube-thumbnail, youtube-video-hook) to create production-r...

GitHub

wp-performance-review

elvismdev

WordPress performance code review and optimization analysis. Use when reviewing WordPress PHP code for performance issues, auditing themes/plugins for scalability, optimizing WP_Query, analyzing caching strateg...

GitHub

fixing-flaky-tests

rileyhilliard

Diagnose and fix tests that pass in isolation but fail when run concurrently. Covers shared state isolation and resource conflicts. References condition-based-waiting for timing issues.

GitHub

oban-thinking

georgeguimaraes

This skill should be used when the user asks to "add a background job", "process async", "schedule a task", "retry failed jobs", "add email sending", "run this later", "add a cron job", "unique jobs", "batch pr...

GitHub

using-elixir-skills

georgeguimaraes

This skill should be used when the user works on any .ex or .exs file, mentions Elixir/Phoenix/Ecto/OTP, the project has a mix.exs, or asks "which skill should I use", "new to Elixir", "help with Elixir". Route...

GitHub

elixir-thinking

georgeguimaraes

This skill should be used when the user asks to "implement a feature in Elixir", "refactor this module", "should I use a GenServer here?", "how should I structure this?", "use the pipe operator", "add error han...

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